Hanock Kwak

According to our database, Hanock Kwak authored at least 10 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning.

Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyungmin Kim, Jung-Woo Ha, Sang-Woo Lee

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Scaling Law for Recommendation Models: Towards General-Purpose User Representations.

Kyuyong Shin, Hanock Kwak, Su Young Kim, Max Nihlén Ramström, Jisu Jeong, Jung-Woo Ha, Kyung-Min Kim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning.

Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyung-Min Kim, Jung-Woo Ha, Sang-Woo Lee

CoRR, 2022

2021

Scaling Law for Recommendation Models: Towards General-purpose User Representations.

Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Su Young Kim, Max Nihlén Ramström

CoRR, 2021

One4all User Representation for Recommender Systems in E-commerce.

Kyuyong Shin, Hanock Kwak, Kyung-Min Kim, Minkyu Kim, Young-Jin Park, Jisu Jeong, Seungjae Jung

CoRR, 2021

Global-Local Item Embedding for Temporal Set Prediction.

Seungjae Jung, Young-Jin Park, Jisu Jeong, Kyung-Min Kim, Hiun Kim, Minkyu Kim, Hanock Kwak

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020

A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting.

Seungjae Jung, Kyung-Min Kim, Hanock Kwak, Young-Jin Park

Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020

2019

Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation.

Kyung-Min Kim, Dong-Hyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha

Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019

2016

Ways of Conditioning Generative Adversarial Networks.

Hanock Kwak, Byoung-Tak Zhang

CoRR, 2016

Generating Images Part by Part with Composite Generative Adversarial Networks.

Hanock Kwak, Byoung-Tak Zhang

CoRR, 2016